讨论:动态参与环境中用于内容共享的上下文感知中间件

Michael Madhukalya, Mohan J. Kumar
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引用次数: 4

摘要

在公园、街道、旅游场所等共享物理空间中,用户设备上生成的内容往往会随着与即时时空邻居的距离而失去相关性。在这里,内容包括感官信息以及用户生成的内容。在这种参与性环境中,在生产者的设备上产生的内容通常是由消费者携带的设备上寻找信息的应用程序所寻找的。生产者和消费者共享的时空背景往往是决定内容是否适合在共享公共空间中共享的驱动因素。此外,移动设备还受到资源限制的影响。虽然存在许多中间件机制来帮助参与式环境中的内容共享,但需要一种上下文感知的中间件,以便在动态变化的时空和资源上下文下,在消费者需求和生产者生成的内容之间提供有效的匹配。考虑到这一目标,我们提出了一种新的基于内容的上下文感知中间件,称为ConCon,用于动态参与式环境。ConCon采用了一种发布-订阅架构,其中有称为提供者的稳定节点,充当生产者和消费者之间的中介。ConCon考虑了内容语义,以及上下文属性,如位置、剩余能量、剩余带宽等。通过在真实世界和合成轨迹上进行的广泛模拟实验,我们表明ConCon通过增加共享内容的多样性大大提高了信息质量。此外,ConCon在参与式环境中的资源使用方面降低了共享内容的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ConCon: Context-Aware Middleware for Content Sharing in Dynamic Participating Environments
In shared physical spaces such as parks, streets, tourist places etc., content generated at user's devices tends to lose its relevance with distance from the immediate spatio-temporal neighborhood. Here, content includes sensory information as well as user generated content. In such participatory environments, content generated at the producers' devices are often sought by applications seeking information on devices carried by consumers. Spatio-temporal context shared by producers and consumers is often a driving factor in determining the suitability of content to share in shared public spaces. In addition, mobile devices suffer from resource constraints. While there exist many middleware mechanisms to aid content sharing in participatory environments, there is need for a context-aware middleware that can provide an effective matching between consumer needs and content generated at producers under dynamically varying spatio-temporal as well as resource contexts. With this goal in mind, we propose a novel content based context-aware middleware called ConCon for dynamic participatory environments. ConCon employs a publish-subscribe architecture, with stable nodes called providers that serve as intermediaries between producers and consumers. ConCon takes into account content semantics, as well as context attributes such as location, residual energy, residual bandwidth etc. Through extensive simulation experiments performed on both real-world and synthetic traces we show that ConCon greatly enhances information quality by increasing diversity of shared content. Furthermore, ConCon reduces cost of sharing content in terms of resource usage in participatory environments.
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